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JuMP
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JuMP is a modeling language and supporting packages for mathematical optimization in Julia.
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JuMP
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2025-12-22 08:32:48
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JuMP | JuMP is a modeling language and supporting packages for mathematical optimization in Julia. Home Documentation Learn Community Calendar Forum Chatroom Ecosystem Workshops 2024 2023 2022 2021 2020 2019 2018 2017 Governance Blog What is JuMP? JuMP is a modeling language and collection of supporting packages for mathematical optimization in Julia . JuMP makes it easy to formulate and solve a range of problem classes, including linear programs, integer programs, conic programs, semidefinite programs, and constrained nonlinear programs. Here’s an example: julia > using JuMP , Ipopt julia > function solve_constrained_least_squares_regression ( A :: Matrix , b :: Vector ) m , n = size ( A ) model = Model ( Ipopt . Optimizer ) set_silent ( model ) @variable ( model , x [ 1 : n ]) @variable ( model , residuals [ 1 : m ]) @constraint ( model , residuals == ...
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